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Lakehouse architecture: how it unifies analytics and AI on a single platform

by Alejandra. Vital | Sep 4, 2026 | Blog

A lakehouse architecture unifies analytics and AI by sharing a governed data layer, transactional table formats, and specialized compute engines for BI, streaming, and machine learning. Its value lies not in “putting everything in a lake,” but in reducing...

The hidden costs of artificial intelligence that can affect the ROI

by Aranza R | August 28, 2026 | Blog

The real cost of artificial intelligence does not end with licenses, models, or tokens. Data, integration, RAG infrastructure, security, monitoring, follow-up work, and adoption can substantially modify the TCO. To protect the ROI, a company must...

What is system hardening and why is it the first line of defense for your infrastructure?

by Alejandra. Vital | August 25, 2026 | Blog

Hardening is the process of removing unnecessary functions, correcting unsafe configurations, and applying controls to reduce the attack surface. It should cover servers, endpoints, the cloud, networks, identities, and applications. It does not replace patching, EDR, or...

Why do your inventory report and sales report never match? The Sell In/Sell Out case 

by Alejandra. Vital | Aug 24, 2026 | Blog

A mass consumer customer had a problem that, viewed from the inventory report, made no sense: a full warehouse, and at the same time, constant shortages at the point of sale. Product left over on one side of the chain and missing on the other at the same time. The...

Proof of concept, pilot, or productive implementation of AI: how much to invest in each stage

by Alejandra. Vital | Aug 21, 2026 | Blog

A proof of concept should fund evidence; a pilot, operational validation; and production, reliability, safety, and scale. The mistake is to fund all three as if they were the same project. The budget should grow only when data, performance, adoption,...

How to calculate the ROI of modernizing the Service Desk?

by Alejandra. Vital | Aug 18, 2026 | Blog

The ROI of modernizing the Service Desk is calculated by comparing the total investment with five monetized benefits: lower cost of care, recovered productivity, fewer escalations and visits, reduced recurring incidents, and avoided risk. The analysis should use...
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